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compact-memory-implementation
Developer implementation guide for adding compact memory to an Agent — covers fork agent pattern for compaction, trigger strategy, summary format design, and memory restoration in subsequent sessions. Use when a developer asks how to implement compact memory, context compression, or memory persistence in their agent built with Claude Agent SDK or Anthropic API.
Why this score
This repo hosts 10 skills, so its 190 stars are split between them (about 19 each) for scoring.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit e5ba66cac91c, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecompact-memory-implementation simbajigege/book2skills · Skill | 57 | ★ 190 | ≈98 always | 2mo ago |
| magic-compact aerovato/magic-compact · Skill Both about compact | 67 | ★ 173 | ≈12 always | 2mo ago |
| memory-system kangarooking/system-prompt-skills · Skill Both about memory | 46 | ★ 213 | ≈34 always | 6mo ago |
| compact-bensz-skills huangwb8/skills · Skill Both about compact | 56 | ★ 50 | ≈25 always | 18d ago |
| memory HKUDS/nanobot · Skill Both about memory | 89 | ★ 49k | ≈15 always | 16d ago |
| compact-skill-creator eai-org/agent-toolkit · Skill Both about compact | 53 | ★ 62 | ≈41 always | 19d ago |